Improving the academic workflow: Introducing two AI agents for better figures and peer review

Google Research introduced two AI agents to streamline academic workflows: PaperVizAgent, a visualizer agent for drawing academic figures, and ScholarPeer, a reviewer agent that automatically and rigorously evaluates academic papers. PaperVizAgent is an autonomous framework designed to generate publication-ready academic illustrations from academic text, bridging the gap between technical descriptions and visual communication. ScholarPeer employs a dual-stream information retrieval process — using a context and knowledge module for literature review alongside a multi-aspect Q&A engine that probes novelty and technical soundness — before generating a final review aligned with conference-specific guidelines.

TMLR reviews stalled [D]
[[d-how-are-reviewers-able-to-get-away-without-providing-ackno|[D] How are reviewers able to get away without providing acknowledgement in ICML 2026?]]
[[d-dealing-with-an-unprofessional-reviewer-using-fake-referen|[D] Dealing with an unprofessional reviewer using fake references and personal attacks in ICML26]]
Getting sabotaged by a reviewer at IJCAI [D]
[[p-citracer-a-small-cli-tool-to-trace-where-a-concept-comes-f|[P] citracer: a small CLI tool to trace where a concept comes from in a citation graph]]

Source: research

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